Neuralprophet

What's Changed

Major changes
* [major] Upgrade to PyTorch 2 by noxan in https://github.com/ourownstory/neural_prophet/pull/1404

Minor changes
* [minor] Memory optimized stride function by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1400
* [minor] Speed up dataloader by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1360
* [minor] Memory efficient float32 types instead of float64 types by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1402
* [minor] Add a verbose option to NeuralProphet.test by c3-ziqin in https://github.com/ourownstory/neural_prophet/pull/1407

Bugs fixed
* [bug] Fix correct definition of torchmetrics inside pytorch lightning module by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1365
* [bug] fixed ruff warnings by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1408
* [fix] Remove wrong plotting warning by Maisa-bs in https://github.com/ourownstory/neural_prophet/pull/1411
* Add the trainer back to the forecaster after saving model to file by c3-ziqin in https://github.com/ourownstory/neural_prophet/pull/1416
* [fix] Tutorials on Colab Crash by SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1418

New Contributors
* c3-ziqin made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1407
* Maisa-bs made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1411
* SimonWittner made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1418

**Full Changelog**: https://github.com/ourownstory/neural_prophet/compare/1.0.0rc3...1.0.0rc4

What's Changed
Major
* [major] Speed up split_df by vectorizing for loops by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1356

Minor
* update selective forecasting tests by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1312
* [devops] Remove macos and windows from Github actions by noxan in https://github.com/ourownstory/neural_prophet/pull/1325
* [devops] Add ruff github action by noxan in https://github.com/ourownstory/neural_prophet/pull/1324
* [refactor] Ruff fixes by noxan in https://github.com/ourownstory/neural_prophet/pull/1327
* Remove type conversion for _stride_lagged_features and _stride_future… by hxyue1 in https://github.com/ourownstory/neural_prophet/pull/1331
* [minor] fixed prediction_frequency when quantiles are set by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1347
* Update poetry dependencies by noxan in https://github.com/ourownstory/neural_prophet/pull/1390
* [minor] fix sum of components by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1349

Bug fixes
* [bug] Fix pyright and flake8 warnings by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1392
* [bug] Trend plotting when using numpy 1.24 by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1395
* (Fix) pytorch_lightning<2.0.0 callbacks named ProgressBarBase instead of ProgressBar by JSarsfield in https://github.com/ourownstory/neural_prophet/pull/1344
* Fixes failing tests by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1381


Docs
* [docs] fix showing of plots in tutorials and feature guides by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1322
* [docs] prettify application examples by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1328
* [docs] Fix prophet tutorial by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1332
* [docs] update prophet tutorials by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1334
* [docs] Clear plotting tutorial by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1343
* fix tutorials link in readme by ShreyaKhurana in https://github.com/ourownstory/neural_prophet/pull/1353
* [docs] ar layers fixed in uncertainty tutorial by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1364
* [docs] Small fixes in documentation by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1380
* [docs] New feature guide with industry application and tool by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1369

New Contributors
* ShreyaKhurana made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1353

**Full Changelog**: https://github.com/ourownstory/neural_prophet/compare/1.0.0rc2...1.0.0rc3

What's Changed
* [fix] Downgrade kaleido version to 0.2.1 to fix installs by noxan in https://github.com/ourownstory/neural_prophet/pull/1320

**Full Changelog**: https://github.com/ourownstory/neural_prophet/compare/1.0.0rc1...1.0.0rc2

What's Changed

Features
* [major] speed up nested additive model by LeonieFreisinger in https://github.com/ourownstory/neural_prophet/pull/1311
* [major] Drop Python 3.7 support and complete poetry migration by noxan in https://github.com/ourownstory/neural_prophet/pull/1271
* [minor] Add static plotly backend by hxyue1 in https://github.com/ourownstory/neural_prophet/pull/1286
* [minor] Update dependencies to latest versions by noxan in https://github.com/ourownstory/neural_prophet/pull/1305
* [minor] Unify version number handling, remove setup.py and migrate content by noxan in https://github.com/ourownstory/neural_prophet/pull/1316


Docs
* [docs] Revamp of feature guides by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1301
* [website] Fix the deployment of the website with poetry by noxan in https://github.com/ourownstory/neural_prophet/pull/1307
* [docs] Uncertainty quantification tutorial by christymctse in https://github.com/ourownstory/neural_prophet/pull/1225
* [docs] Update documentation website by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1309
* [docs] added reproducibility to tutorial 10 by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1310


Refactor
* [refactor] Uncertainty streamline naming by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1262


New Contributors
* hxyue1 made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1286

**Full Changelog**: https://github.com/ourownstory/neural_prophet/compare/0.6.0...1.0.0rc1

Major Changes
* [DevOps] Upgrade to lightning 2.0 by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1514

New Features
* [Minor] add subdivisions to holidays by MaiBe-ctrl in https://github.com/ourownstory/neural_prophet/pull/1584
* [Minor] Support io.bytes output by MaiBe-ctrl in https://github.com/ourownstory/neural_prophet/pull/1583

Fixes
* [Fix] fix bug 1580 by MaiBe-ctrl in https://github.com/ourownstory/neural_prophet/pull/1582
* [Fix] fix future regressor by MaiBe-ctrl in https://github.com/ourownstory/neural_prophet/pull/1585
* [Fix| Fix neural nets regressor shape by MaiBe-ctrl in https://github.com/ourownstory/neural_prophet/pull/1589
* [Fix] Raise Error if ar_reg is set an dn_lags is null by MaiBe-ctrl in https://github.com/ourownstory/neural_prophet/pull/1588
* [Fix] Fix frequency inference if NaT by MaiBe-ctrl in https://github.com/ourownstory/neural_prophet/pull/1590
* [Docs] fix typo in get_latest_forecast example by SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1551

Other Changes
* [DevOps] Cleaning CI workflow files and dependencies by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1547
* [DevOps] update poetry by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1587
* [DevOps] Run black by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1593
* [DevOps] bump version to 0.9.0 by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1594

New Contributors
* MaiBe-ctrl made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1582

**Full Changelog**: https://github.com/ourownstory/neural_prophet/compare/0.8.0...0.9.0

Note: identical to [1.0.0rc9](https://github.com/ourownstory/neural_prophet/releases/tag/1.0.0rc9)

Major Changes
* [Major] Glocal Modelling V2: Local-Global mixture models by alfonsogarciadecorral in https://github.com/ourownstory/neural_prophet/pull/1008
* [Major] Add support for Python 3.12, drop support for Python 3.8 by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1544

Other Changes
* [Fix] Accessing None type config_refgressors by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1536
* [Docs] update website to 1.0.0rc8 by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1538
* [Devops] Upgrade dependencies to more recent range of dependencies by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1543



**Full Changelog**: https://github.com/ourownstory/neural_prophet/compare/0.7.0...0.8.0